Computer science research at Minnesota
Research areas
Computing Education
Duties: Teaching, accessibility and inclusion, recruitment and retention, advising campus life program student groups
Computing Foundations
Domains: Design and Analysis of Algorithms and Data Structures; Design and Analysis of Algorithms and Data Structures; Security and Privacy; Programming Languages; Software Engineering
Computing Systems
Domains: Computer Architecture; Operating Systems; Distributed Systems; Computer Networking; Mobile Computing; Storage Systems
Data Science & Machine Learning
Domains: Data Mining and Knowledge Discovery; Machine Learning; Database Management Systems; Spatial Data Science; Computational Biology; High Performance Computing and Parallel Computing; Linear Algebra Methods; Data Science for Digital Health; Applications
Human-Centered Computing
Domains: Collaborative and Social Computing; Computing Graphics, Human-Computer Interaction; Human-Centered Artificial Intelligence; Human-Robot Interaction; Data Visualization; Virtual, Mixed, and Augmented Reality
Robotics and Artificial Intelligence
Domains: Artificial Intelligence; Robotics; Computer Vision; Human-Robot Interaction; Natural Language Processing; Applications